http responce 断言验证 JSONschema #python 以及资料

http responce 断言验证 JSONschema
JSONschema 一般在使用 比较复杂的数据交互时,使用. 如 游戏中, 小怪攻击力.等等. 与 xml, yaml ,csv 等并列为全平台通用数据格式; Python 中 ijson 可以加载大量 JSON 格式数据. json 为一般情况下的数据.

{"code":0,"message":"Success","results":[{"id":"44","bemm_change":"company_name31231","change_date":"2019-07-08","change_project":"经营范围","after_change":"31231","before_change":"31231","hash_id":"random...","create_time":"2021-11-05","update_time":"2021-11-05","record_time":"2019-07-08","is_delete":"0"},{"id":"45","bemm_change":"company_name31231","change_date":"2019-07-08","change_project":"法定代表人","after_change":"31231","before_change":"31231","hash_id":"random...","create_time":"2021-11-05","update_time":"2021-11-05","record_time":"2019-07-08","is_delete":"0"},{"id":"46","bemm_change":"company_name31231","change_date":"2019-07-08","change_project":"董事(理事)、经理、监事","after_change":"31231","before_change":"31231","hash_id":"random...","create_time":"2021-11-05","update_time":"2021-11-05","record_time":"2019-07-08","is_delete":"0"}]
}

验证语句

// method1  限制 ID 以及 ID 个数, 左右闭区间;
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [ "results"],
"type": "object",
"properties": {
"results": {
"type": "array",
"minItems": 20, // results 提取 ID, 限制最小为 20
"maxItems": 30, // results 提取 ID, 限制最大为 30
"pattern":"/id/"
}
}
}// method2 只验证 返回值message, 并且 包含字符串success即可(不区分大小写) 
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [ "message"],
"type": "object",
"properties": {
"msg": {
"type": "string",
"pattern":"/success/"
}
}
}

使用资料 JSONSchema keywords-for-arrays
基本概念: js和python类型参照表：

小工具使用: 利用Tkinter做的自动生成JSONSchema的小工具